As being pointed out in Ba et al. [1]}, Mnih et al. [2]} and Xu et al. [3]}, this is a formulation which is equivalent to the REINFORCE learning rule [4]}. For convenience, it is abbreviated as REINFORCE-Hard Attention in the following.
